Member of Technical Staff — Research Engineering, Evaluation
Causal Labs· Research
San Francisco, SingaporeFull-timePosted 2mo ago
About the role
Role focused on building a central evaluation framework for a Large Physics foundation Model (LPM), including pipelines, metrics, and tools to measure and compare model quality across teams. Located in San Francisco or Singapore, on-site, full-time.
Responsibilities
- Design and build a central, reusable evaluation framework that every model and every team runs through
- Implement evaluation pipelines, benchmark suites, and baselines that make model quality measurable and comparable across efforts
- Build the visualization and dashboard tools that turn raw results into shared, actionable understanding for the whole team
- Establish sound statistical methodology for evaluation, so teams can distinguish real improvements from noise
- Partner with research and domain teams to translate what "good" means in each domain into standardized, automated metrics
Qualifications
- Strong software engineering skills and experience building data or evaluation pipelines at scale
- Experience turning research or model outputs into metrics, benchmarks, and visualizations that teams rely on
- Solid grasp of probability and statistics, with the judgment to design evaluations that measure what they claim to
- Full-stack range: comfortable building both backend pipelines and the frontend tools people read results in
- Owns deliverables end-to-end, from collecting requirements to autonomously driving execution
Skills
Required:Software engineeringMetrics designStatistics / probabilityFull-stack developmentProject ownership
Last updated Oct 2, 2026. Interested? Apply on the company site.
About Causal Labs
Towards general causal intelligence
Causal Labs is building a Large Physics foundation Model (LPM) to learn causality through physics and weather
causalityphysicsweatherAIfoundation model
More open roles at Causal Labs
- Member of Technical Staff — DevOps3w agoSan Francisco, Singapore · Infrastructure
- Executive Assistant & Office Manager2mo agoSan Francisco, Singapore · Strategy & Operations
- Member of Technical Staff — Research, Atmospheric Science2mo agoSan Francisco, Singapore · Research
- Member of Technical Staff — Research, Physics2mo agoSan Francisco, Singapore · Research
- Member of Technical Staff — ML Research, Planning2mo agoSan Francisco, Singapore · Research